Report for Model 0

— for both jointly and separately

2024-10-08

1. Joint Modeling

1.1 Trace plots for convergence check

The current MCMC setting is:

  • 300000 iteration;
  • 200000 burn-in;
  • 100 thinning.

1.2 Gelman and Rubin’s convergence check

## Potential scale reduction factors:
## 
##         Point est. Upper C.I.
## HDevsum      0.999       1.00
## LDevsum      1.005       1.03
## dl0          1.088       1.34
## dl1          1.172       1.60
## 
## Multivariate psrf
## 
## 1.12

1.3 ACF Plots

Here we plotted ACF plots for the following variables:

  • Total deviance;
  • Variables that didn’t pass the convergence check.

1.4 WAIC results

LevelH LevelL
DIC 1137.78105 22532.178
DIC3 1111.14661 22629.547
PWAIC 21.37923 199.695
WAIC 1121.27928 22642.601

2. Separate Modeling of High-Level

2.1 Trace plots for convergence check

The current MCMC setting is:

  • 300000 iteration;
  • 200000 burn-in;
  • 100 thinning.

2.2 Gelman and Rubin’s convergence check

## Potential scale reduction factors:
## 
##         Point est. Upper C.I.
## HDevsum      0.999          1
## 
## Multivariate psrf
## 
## Not available

2.3 ACF Plots

Here we plotted ACF plots for the following variables:

  • Total deviance;
  • Variables that didn’t pass the convergence check.

2.4 WAIC results

H0
DIC 1137.78105
DIC3 1111.14661
PWAIC 21.37923
WAIC 1121.27928

3. Separate Modeling for Low-level

3.1 Trace plots for convergence check

The current MCMC setting is:

  • 300000 iteration;
  • 200000 burn-in;
  • 100 thinning.

3.2 Gelman and Rubin’s convergence check

## Potential scale reduction factors:
## 
##         Point est. Upper C.I.
## Devsum        1.00       1.02
## LDevsum       1.00       1.03
## dl0           1.09       1.34
## dl1           1.17       1.60
## 
## Multivariate psrf
## 
## 1.12

3.3 ACF Plots

Here we plotted ACF plots for the following variables:

  • Total deviance;
  • Variables that didn’t pass the convergence check.

3.4 WAIC results

L1
DIC 22532.178
DIC3 22629.547
PWAIC 199.695
WAIC 22642.601